Observe data collection at the moment of measurement See, observe, learn how data are collected at moment and place of measurement. "You never learn more about a process than when you directly observe how data are actually measured," said Cuthbert Daniel, a superb applied statistician. See with fresh eyes. Walk around what you want to learn about. Talk to those who do measurements. See how numbers came to be. Do those measuring know the desired answer? Are those measuring skilled, alert, honest, biased, incompetent, sloppy, tired and emotional?...Artifacts and errors in measurements measured? How are outliers adjudicated? Edward Tufte, Seeing With Fresh Eyes uxmeasurement
And thus the heart will break They mourn, but smile at length; and, smiling, mourn: The tree will wither long before it fall: The hull drives on, though mast and sail be torn; The roof-tree sinks, but moulders on the hall In massy hoariness; the ruined wall Stands when its wind-worn battlements are gone; The bars survive the captive they enthral; The day drags through though storms keep out the sun; And thus the heart will break, yet brokenly live on. Lord Byron, Childe Harold's Pilgrimage SceneryA little act of hope timelovemelancholyi